Looking for AI Developer to Build a Fabric & Leather Matching Platform

We are an FF&E company specializing in fabrics, leather, and interior materials for hospitality and commercial projects. We are looking for an experienced freelance developer (or small team) to develop an AI-powered platform (web app or mobile app) that allows users to upload an image of a fabric or leather sample and find the closest matching products from our internal database. (Project Overview) The goal is to create a proprietary platform where: 1. We upload and manage our own fabric and leather library. 2. Users can upload a photo of a fabric or leather sample. 3. The AI system analyzes the image and returns the top matching products from our database. 4. Users can view product details, specifications, and images. Example: A designer uploads a photo of a blue velvet fabric. The system returns the top 5–10 similar fabrics available in our library. Key Features User Side Image upload function AI-powered image matching Display top matching results Product detail page Search and filter functions Admin Side Upload and manage fabric/leather products Add product codes, collections, specifications, and images Manage categories and tags Expand the material database over time Technical Requirements We are open to recommendations, but believe the solution may involve: AI image similarity search (e.g., CLIP, SigLIP, DINOv2) Vector databases Cloud hosting Modern web or mobile application frameworks We do not require a custom AI model to be trained from scratch. We are looking to leverage existing AI technologies and build a proprietary platform around our own material library. Requirements